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Methods
2,098
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General
Attention
121 methods
24368 papers with code
Attention Mechanisms
82 methods
13620 papers with code
Activation Functions
64 methods
27764 papers with code
Stochastic Optimization
61 methods
15397 papers with code
Regularization
55 methods
34252 papers with code
See all 131 categories
Computer Vision
Convolutional Neural Networks
118 methods
5488 papers with code
Generative Models
96 methods
7469 papers with code
Image Model Blocks
93 methods
6662 papers with code
Object Detection Models
69 methods
2170 papers with code
Image Feature Extractors
61 methods
125 papers with code
See all 123 categories
Natural Language Processing
Language Models
134 methods
18277 papers with code
Transformers
92 methods
14334 papers with code
Word Embeddings
21 methods
792 papers with code
Attention Patterns
8 methods
1434 papers with code
Sentence Embeddings
8 methods
102 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
912 papers with code
Off-Policy TD Control
16 methods
1411 papers with code
Q-Learning Networks
10 methods
479 papers with code
Value Function Estimation
7 methods
323 papers with code
Distributed Reinforcement Learning
7 methods
35 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
320 papers with code
Audio Model Blocks
14 methods
74 papers with code
Text-to-Speech Models
12 methods
121 papers with code
Speech Separation Models
6 methods
32 papers with code
Speech Recognition
4 methods
26 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
39 methods
5310 papers with code
Sequence To Sequence Models
21 methods
1503 papers with code
Time Series Analysis
10 methods
742 papers with code
Temporal Convolutions
8 methods
218 papers with code
Bidirectional Recurrent Neural Networks
6 methods
655 papers with code
See all 9 categories
Graphs
Graph Models
65 methods
1626 papers with code
Graph Embeddings
36 methods
722 papers with code
Graph Representation Learning
10 methods
3462 papers with code
Graph Data Augmentation
